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ziad0nassif/README.md
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👋 Hi, I'm Ziad Nassif

Systems & Biomedical Engineering Student | AI Enthusiast | Healthcare Tech Passionate

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🎓 About Me

I'm a Systems and Biomedical Engineering student at Cairo University with a deep passion for leveraging Artificial Intelligence and Machine Learning to solve real-world problems, especially in healthcare and medical diagnostics.

My journey combines engineering precision with data science creativity, focusing on:

  • 🧠 Deep Learning & Neural Networks
  • 🏥 Computer Vision in Medical Applications
  • 📊 Predictive Analytics & Data Science
  • 🔬 Biomedical Signal & Image Processing

💻 Technical Skills

Languages & Frameworks

Python TensorFlow PyTorch Scikit-Learn Pandas NumPy Hugging Face

Specialized Skills

  • Machine Learning: Classification, Regression, Clustering, Ensemble Methods
  • Deep Learning: CNNs, RNNs, Neural Networks, Transfer Learning, Transformers, Attention Mechanisms
  • Large Language Models (LLMs): Fine-tuning, Prompt Engineering, Model Deployment
  • Medical AI: Medical Image Analysis, Diagnostic Systems, Predictive Healthcare Models
  • Data Science: EDA, Feature Engineering, Model Optimization, Visualization
  • Computer Vision: Image Processing, Object Detection, Medical Imaging

📊 GitHub Stats

GitHub Streak

Visitor Count

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  1. stemcell-pinns-solver stemcell-pinns-solver Public

    Forked from SiefEldinSameh/stem-cell-pinns-project

    Physics-Informed Neural Network (PINN) model for simulating stem cell dynamics governed by PDEs.

    Jupyter Notebook

  2. Chest-XRay-Denoising Chest-XRay-Denoising Public

    Denoising pediatric chest X-rays using Attention U-Net and SharpXR-inspired models based on the SharpXR paper.

    Jupyter Notebook

  3. Pix2Pix-based-Synthetic-Chest-X-Ray-Generation-from-Lung-Segmentation-Masks Pix2Pix-based-Synthetic-Chest-X-Ray-Generation-from-Lung-Segmentation-Masks Public

    This project applies a Pix2Pix conditional GAN to generate realistic chest X-ray images from lung segmentation masks. Trained on the COVID-19 Radiography Database, the model learns the mapping betw…

    Jupyter Notebook

  4. transformer-from-scratch-pytorch transformer-from-scratch-pytorch Public template

    A faithful PyTorch implementation of the Transformer architecture introduced in “Attention Is All You Need” (Vaswani et al., 2017).

    Python